Using Machine Learning to Detect Command Line Anomalies
As we all know, cybersecurity is often a game of cat and mouse - attackers are always trying to outsmart us defenders. At Adobe, we face the same issues and concerns as all the other major companies. We must ask ourselves simple questions with non-simple answers: How do we ensure that all assets are protected? How do we ensure that our employees are secure from the outside threats? How can we mitigate future emerging threats? Attackers will always try to find the next unconventional attack that will bypass our security systems and our security mindset. In this case, how do we protect our self from the unknown? We believe machine learning techniques can assist us in this defense. This presentation will discuss one of our current machine learning innovations that is helping us detect anomalies in command lines.